Run
8714093

Run 8714093

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 29-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees386
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_sample.fraction0.417787055182271
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9895
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9068
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8329.218
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0368
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9896
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9898
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4239
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1720.4927
UserCPU time millis
63.98
UserCPU time millis testing
1.871
UserCPU time millis training
62.109